Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9940691 | 0.9577130 | 0.7689242 |
| bt | 0.8945340 | 0.6375747 | 0.2280464 |
| maxnet | 0.7640057 | 0.4872336 | NA |
| gam | 0.7967514 | 0.5099673 | 0.1912816 |
| glm | 0.7455234 | 0.4852296 | 0.1563757 |